Flavio Esposito

Orcid: 0000-0002-7798-4584

According to our database1, Flavio Esposito authored at least 151 papers between 2005 and 2024.

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Bibliography

2024
NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches.
IEEE Commun. Mag., June, 2024

Hyperfidelis: A Software Toolkit to Empower Precision Agriculture with GeoAI.
Remote. Sens., May, 2024

Load Profiling via In-Band Flow Classification and P4 With Howdah.
IEEE Trans. Netw. Serv. Manag., February, 2024

Deployment of NLP and LLM Techniques to Control Mobile Robots at the Edge: A Case Study Using GPT-4-Turbo and LLaMA 2.
CoRR, 2024

Enhanced Robot Arm at the Edge with NLP and Vision Systems.
CoRR, 2024

A Comprehensive Step-Wise Survey of Multiple Attribute Decision-Making Mobility Approaches.
IEEE Access, 2024

PlantPlotGAN: A Physics-Informed Generative Adversarial Network for Plant Disease Prediction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Localized Surface Plasmon Resonance on Optical Fiber Surface for Chemical Sensing.
Proceedings of the 12th International Conference on Photonics, Optics and Laser Technology, 2024

Investigation of Lossy Mode Resonance Phenomenon in High Index Cladding Optical Fiber.
Proceedings of the 12th International Conference on Photonics, Optics and Laser Technology, 2024

Inferring Visibility of Internet Traffic Matrices Using eXplainable AI.
Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Poster: Transport-Aware Resource Block Allocation in 5G Slicing.
Proceedings of the 10th IEEE International Conference on Network Softwarization, 2024

Enabling Lightweight Federated Learning in NextG Wireless Networks.
Proceedings of the 10th IEEE International Conference on Network Softwarization, 2024

Balancing Energy Efficiency and Infrastructure Knowledge in Cloud-to-Edge Task Distribution Systems.
Proceedings of the 1st International Workshop on MetaOS for the Cloud-Edge-IoT Continuum, 2024

iCrop: Enabling High-Precision Crop Disease Detection via LoRa Technology.
Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Editorial to the Special Issue Optical Fiber Sensors in Radiation Environments.
Sensors, November, 2023

Privacy and Efficiency of Communications in Federated Split Learning.
IEEE Trans. Big Data, October, 2023

Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models.
IEEE Trans. Netw. Serv. Manag., September, 2023

Dealing With Changes: Resilient Routing via Graph Neural Networks and Multi-Agent Deep Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag., September, 2023

Partially Oblivious Congestion Control for the Internet via Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag., June, 2023

Innovative Photonic Sensors for Safety and Security, Part I: Fundamentals, Infrastructural and Ground Transportations.
Sensors, March, 2023

Innovative Photonic Sensors for Safety and Security, Part II: Aerospace and Submarine Applications.
Sensors, March, 2023

Innovative Photonic Sensors for Safety and Security, Part III: Environment, Agriculture and Soil Monitoring.
Sensors, March, 2023

Scheduling Inference Workloads on Distributed Edge Clusters with Reinforcement Learning.
CoRR, 2023

P4FL: An Architecture for Federating Learning With In-Network Processing.
IEEE Access, 2023

ASAP: Adaptive and Scalable Microservice Provisioning for Edge-IoT Networks.
Proceedings of the 18th Wireless On-Demand Network Systems and Services Conference, 2023

Hercules: An Emulation-Based Framework for Transport Layer Measurements over 5G Wireless Networks.
Proceedings of the 17th ACM Workshop on Wireless Network Testbeds, 2023

RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks.
Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, 2023

HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry.
Proceedings of the 24th IEEE International Conference on High Performance Switching and Routing, 2023

SoftFarmNet: Reconfigurable Wi-Fi HaLow Networks for Precision Agriculture.
Proceedings of the 12th IEEE International Conference on Cloud Networking, 2023

Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

A Federated Learning Approach to Traffic Matrix Estimation using Super-resolution Techniques.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

A multifaceted benchmarking of GAN architectures on generating synthetic satellite imagery.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

2022
A Self-Learning Strategy for Task Offloading in UAV Networks.
IEEE Trans. Veh. Technol., 2022

Restoring Application Traffic of Latency-Sensitive Networked Systems Using Adversarial Autoencoders.
IEEE Trans. Netw. Serv. Manag., 2022

A New Orbiting Deployable System for Small Satellite Observations for Ecology and Earth Observation.
Remote. Sens., 2022

Long Period Grating based Biosensing Technology for the Detection of Vitamin D3.
Proceedings of the 10th International Conference on Photonics, Optics and Laser Technology, 2022

Characterizing Location Management Function Performance in 5G Core Networks.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2022

Routing with Graph Convolutional Networks and Multi-Agent Deep Reinforcement Learning.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2022

Prediction of Mobile-App Network-Video-Traffic Aggregates using Multi-task Deep Learning.
Proceedings of the IFIP Networking Conference, 2022

NLP4: An Architecture for Intent-Driven Data Plane Programmability.
Proceedings of the 8th IEEE International Conference on Network Softwarization, 2022

Experimenting with localization management functions in 5G core networks.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

DTS: A Simulator to Estimate the Training Time of Distributed Deep Neural Networks.
Proceedings of the 30th International Symposium on Modeling, 2022

A Community Water System Mapping (CWSMap) Platform for Supporting Rural Water Operators.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2022

Howdah: Load Profiling via In-Band Flow Classification and P4.
Proceedings of the 18th International Conference on Network and Service Management, 2022

2021
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning.
IEEE Trans. Veh. Technol., 2021

Supporting Sustainable Virtual Network Mutations With Mystique.
IEEE Trans. Netw. Serv. Manag., 2021

Necklace: An Architecture for Distributed and Robust Service Function Chains With Guarantees.
IEEE Trans. Netw. Serv. Manag., 2021

Managing Chains of Application Functions Over Multi-Technology Edge Networks.
IEEE Trans. Netw. Serv. Manag., 2021

Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks.
IEEE Trans. Green Commun. Netw., 2021

Fault-Tolerant Mechanism for Edge-Based IoT Networks With Demand Uncertainty.
IEEE Internet Things J., 2021

Big Data Processing at the Edge with Data Skew Aware Resource Allocation.
Proceedings of the 2021 IEEE Conference on Network Function Virtualization and Software Defined Networks, 2021

OctoMap: Supporting Service Function Chaining via Supervised Learning and Online Contextual Bandit.
Proceedings of the 7th IEEE International Conference on Network Softwarization, 2021

A Distributed Consensus Protocol for Sustainable Federated Learning.
Proceedings of the 7th IEEE International Conference on Network Softwarization, 2021

Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Fiber optic biosensor based on long period grating for the detection of vitamin D.
Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

On Control and Data Plane Programmability for Data-Driven Networking.
Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021

Proactive Detection for Countermeasures on Port Scanning based Attacks.
Proceedings of the 17th International Conference on Network and Service Management, 2021

EdgeEcho: An Architecture for Echocardiology at the Edge.
Proceedings of the 17th International Conference on Network and Service Management, 2021

Energy-aware Coflow Scheduling for Sustainable Workload Management.
Proceedings of the 17th International Conference on Network and Service Management, 2021

Federated or Split? A Performance and Privacy Analysis of Hybrid Split and Federated Learning Architectures.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020
RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge.
IEEE Trans. Netw. Serv. Manag., 2020

A Near Optimal Reliable Orchestration Approach for Geo-Distributed Latency-Sensitive SFCs.
IEEE Trans. Netw. Sci. Eng., 2020

On Edge Computing for Remote Pathology Consultations and Computations.
IEEE J. Biomed. Health Informatics, 2020

A New Setup for Real-Time Investigations of Optical Fiber Sensors Subjected to Gamma-Rays: Case Study on Long Period Gratings.
Sensors, 2020

A Taxonomy of DDoS Attack Mitigation Approaches Featured by SDN Technologies in IoT Scenarios.
Sensors, 2020

Radiation Effects on Long Period Fiber Gratings: A Review.
Sensors, 2020

Polly: A Tool for Rapid Data Integration and Analysis in Support of Agricultural Research and Education.
Internet Things, 2020

REBATE: A REpulsive-BAsed Traffic Engineering protocol for dynamic scale-free networks.
Future Gener. Comput. Syst., 2020

An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios.
Comput. Commun., 2020

Enhancing Orchestration and Infrastructure Programmability in SDN With NOTORIETY.
IEEE Access, 2020

Optimized Cuckoo Filters for Efficient Distributed SDN and NFV Applications.
Proceedings of the 2020 IEEE Conference on Network Function Virtualization and Software Defined Networks, 2020

A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks.
Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

Elastic Function Chain Control for Edge Networks under Reconfiguration Delay and QoS Requirements.
Proceedings of the 8th IEEE International Conference on Mobile Cloud Computing, 2020

Exploring Vibration-Defined Networking.
Proceedings of the 26th IEEE International Symposium on Local and Metropolitan Area Networks, 2020

Fabrication and characterization of arc-induced long period gratings in optical fibers with micro-channels.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

Fiber optic biosensor for inflammatory markers based on long period grating.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

A Contextual Bi-armed Bandit Approach for MPTCP Path Management in Heterogeneous LTE and WiFi Edge Networks.
Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

Allocation of Computing Tasks In Distributed MEC Servers Co-Powered By Renewable Sources And The Power Grid.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Combining split and federated architectures for efficiency and privacy in deep learning.
Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

A distributed reinforcement learning approach for energy and congestion-aware edge networks.
Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

Estimation of traffic matrices via super-resolution and federated learning.
Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

Resource Inference for Task Migration in Challenged Edge Networks with RITMO.
Proceedings of the 9th IEEE International Conference on Cloud Networking, 2020

Don't Go There: A Zero-Permission Geofencing App to Alleviate Gambling Disorders.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020

2019
A Constrained Shortest Path Scheme for Virtual Network Service Management.
IEEE Trans. Netw. Serv. Manag., 2019

A Service-Defined Approach for Orchestration of Heterogeneous Applications in Cloud/Edge Platforms.
IEEE Trans. Netw. Serv. Manag., 2019

UAV-Based High Resolution Thermal Imaging for Vegetation Monitoring, and Plant Phenotyping Using ICI 8640 P, FLIR Vue Pro R 640, and thermoMap Cameras.
Remote. Sens., 2019

Teaching software-defined network security through malicious tenant detection.
Internet Technol. Lett., 2019

IoT Security via Address Shuffling: The Easy Way.
IEEE Internet Things J., 2019

AGRA: AI-augmented geographic routing approach for IoT-based incident-supporting applications.
Future Gener. Comput. Syst., 2019

Edge Cloud Offloading Algorithms: Issues, Methods, and Perspectives.
ACM Comput. Surv., 2019

The effect of (non-)competing brokers on the quality and price of differentiated internet services.
Comput. Networks, 2019

A Network Management Protocol for Sonification of Software-Defined Infrastructures.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2019

Flock: A Live Migration Protocol for SDN Controllers.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2019

A Policy-Based Architecture for Container Migration in Software Defined Infrastructures.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

Scalable Provisioning of Virtual Network Functions via Supervised Learning.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

Battle of Microservices: Towards Latency-Optimal Heuristic Scheduling for Edge Computing.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

Propelling Haptic Devices into the Mobile World to Advance K-12 STEM Learning.
Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

A Near Optimal Reliable Composition Approach for Geo-Distributed Latency-Sensitive Service Chains.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

A Distributed Orchestration Algorithm for Edge Computing Resources with Guarantees.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

ADELE: An Architecture for Steering Traffic and Computations via Deep Learning in Challenged Edge Networks.
Proceedings of the 2019 4th International Conference on Computing, 2019

LiveMicro: An Edge Computing System for Collaborative Telepathology.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

EVA: an evolutionary architecture for network virtualization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Towards security-as-a-service in multi-access edge.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

Steering Traffic via Recurrent Neural Networks in Challenged Edge Scenarios.
Proceedings of the 15th International Conference on Network and Service Management, 2019

APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks.
Proceedings of the 2019 IEEE 8th International Conference on Cloud Networking, 2019

The Password Literacy in North Macedonia: A Case Study.
Proceedings of the Third Central European Cybersecurity Conference, 2019

Benefits of Physical Layer Security to Cryptography: Tradeoff and Applications.
Proceedings of the 7th IEEE International Black Sea Conference on Communications and Networking BlackSeaCom 2019, 2019

2018
Optimizing Live Migration of Multiple Virtual Machines.
IEEE Trans. Cloud Comput., 2018

Liquefied Petroleum Gas Monitoring System Based on Polystyrene Coated Long Period Grating.
Sensors, 2018

Arc-Induced Long Period Gratings from Standard to Polarization-Maintaining and Photonic Crystal Fibers.
Sensors, 2018

A Distributed Architecture for Edge Service Orchestration with Guarantees.
CoRR, 2018

A Behavior-Driven Approach to Intent Specification for Software-Defined Infrastructure Management.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2018

Load Profiling and Migration for Effective Cyber Foraging in Disaster Scenarios with FORMICA.
Proceedings of the 4th IEEE Conference on Network Softwarization and Workshops, 2018

A Decomposition-based Architecture for Distributed Cyber-Foraging of Multiple Edge Functions.
Proceedings of the 4th IEEE Conference on Network Softwarization and Workshops, 2018

Virtual Function Placement and Traffic Steering over 5G Multi-Technology Networks.
Proceedings of the 4th IEEE Conference on Network Softwarization and Workshops, 2018

Reunifying Families after a Disaster via Serverless Computing and Raspberry Pis.
Proceedings of the 2018 IEEE International Symposium on Local and Metropolitan Area Networks, 2018

Music-Defined Networking.
Proceedings of the 17th ACM Workshop on Hot Topics in Networks, 2018

Maximal Labelled-Clique and Click-Biclique Problems for Networked Community Detection.
Proceedings of the IEEE Global Communications Conference, 2018

A Policy Checker Approach for Secure Industrial SDN.
Proceedings of the 2nd Cyber Security in Networking Conference, 2018

2017
Complete edge function onloading for effective backend-driven cyber foraging.
Proceedings of the 13th IEEE International Conference on Wireless and Mobile Computing, 2017

Catena: A distributed architecture for robust service function chain instantiation with guarantees.
Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

Stochastic delay forecasts for edge traffic engineering via Bayesian Networks.
Proceedings of the 16th IEEE International Symposium on Network Computing and Applications, 2017

Poster: A Portfolio Theory Approach to Edge Traffic Engineering via Bayesian Networks.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

Speeding up children reunification in disaster scenarios via serverless computing.
Proceedings of the 2nd International Workshop on Serverless Computing, 2017

Hyperprofile-Based Computation Offloading for Mobile Edge Networks.
Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Elastic urban video surveillance system using edge computing.
Proceedings of the Workshop on Smart Internet of Things, SmartIoT@SEC 2017, 2017

A survey of scheduling policies in software defined networks.
Proceedings of the 2017 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2017

2016
VINEA: An Architecture for Virtual Network Embedding Policy Programmability.
IEEE Trans. Parallel Distributed Syst., 2016

On Distributed Virtual Network Embedding With Guarantees.
IEEE/ACM Trans. Netw., 2016

A general constrained shortest path approach for virtual path embedding.
Proceedings of the IEEE International Symposium on Local and Metropolitan Area Networks, 2016

GeoMig: Online Multiple VM Live Migration.
Proceedings of the 2016 IEEE International Conference on Cloud Engineering Workshop, 2016

Policy-Based Distributed Spectrum Allocation.
Proceedings of the Cognitive Vehicular Networks., 2016

2015
An Alloy Verification Model for Consensus-Based Auction Protocols.
Proceedings of the IEEE 35th International Conference on Distributed Computing Systems Workshops, 2015

Distributed consensus-based auctions for wireless virtual network embedding.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Integrating Piece and Peer Selection in Content Distribution Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
A policy-based architecture for virtual network embedding
PhD thesis, 2014

Introducing ProtoRINA: a prototype for programming recursive-networking policies.
Comput. Commun. Rev., 2014

A decomposition-based architecture for distributed virtual network embedding.
Proceedings of the 2014 ACM SIGCOMM workshop on Distributed cloud computing, 2014

2013
Slice embedding solutions for distributed service architectures.
ACM Comput. Surv., 2013

A general distributed approach to slice embedding with guarantees.
Proceedings of the IFIP Networking Conference, 2013, Brooklyn, 2013

Demonstrating RINA Using the GENI Testbed.
Proceedings of the 2013 Second GENI Research and Educational Experiment Workshop, 2013

2012
On supporting mobility and multihoming in recursive internet architectures.
Comput. Commun., 2012

2011
On the impact of seed scheduling in peer-to-peer networks.
Comput. Networks, 2011

2009
Seed Scheduling for Peer-to-Peer Networks.
Proceedings of The Eighth IEEE International Symposium on Networking Computing and Applications, 2009

PreDA: Predicate Routing for DTN Architectures over MANET.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008
Supporting predicate routing in DTN over MANET.
Proceedings of the Third Workshop on Challenged Networks, CHANTS 2008, San Francisco, 2008

2007
MAC Performances for Localization and Tracking in Wireless Sensor Networks.
Proceedings of the 4th Workshop on Positioning, Navigation and Communication, 2007

2006
Agent Based Adaptive Management of Non-Homogeneous Connectivity Resources.
Proceedings of IEEE International Conference on Communications, 2006

2005
Non-homogeneous connectivity management for GPRS and bluetooth enabled networks.
Proceedings of the 4th International Conference on Mobile and Ubiquitous Multimedia, 2005


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